conftrace_

conditional dependence

10 papers

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Co-occurring keywords · papers mentioning both

kernel methods (4) causal discovery (4) reproducing kernel hilbert space (3) causal inference (2) cross-covariance operators (1) nonlinear structure learning (1) statistical dependency (1) nonparametric inference (1) nonlinear structure (1) financial time series (1)

Papers

Extracting Rare Dependence Patterns via Adaptive Sample Reweighting ICML 2025 On Distance and Kernel Measures of Conditional Dependence JMLR 2023 Kernel Partial Correlation Coefficient --- a Measure of Conditional Dependence JMLR 2022 Reframed GES with a neural conditional dependence measure UAI 2022 A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning ICML 2020 Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications ICML 2016 Gaussian Process Conditional Copulas with Applications to Financial Time Series NeurIPS 2013 Scale Invariant Conditional Dependence Measures ICML 2013 Nonlinear directed acyclic structure learning with weakly additive noise models NeurIPS 2009 Kernel Measures of Conditional Dependence NeurIPS 2007